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The team found the Oxytocin receptor gene (OXTR) in DNA vary between individuals, known as "single nucleotide polymorphisms" (SNPs) and found that this was linked to binge eating.
Researchers also got participants to fill out questionnaires about their eating habits, preference for sugar or fat and how they respond to reward or punishment.

Oxytocin is known as "the cuddle hormone" that makes you feel all affectionate

Lead researcher Dr Caroline Davis said: "Three SNPs were significantly related to the psychological traits, which collectively accounted for 37 per cent of the variance in overeating.
"Another SNP was directly related to overeating.'